Interventionally Consistent Surrogates for Agent-based Simulators. - Joel Dyer; Nicholas Bishop; Yorgos Felekis; Fabio Massimo Zennaro; Anisoara Calinescu; Theodoros Damoulas; Michael J. Wooldridge (CoRR, 2023)

Causal Optimal Transport of Abstractions. - Yorgos Felekis; Fabio Massimo Zennaro; Nicola Branchini; Theodoros Damoulas (CLeaR, 2024)

Interventionally Consistent Surrogates for Complex Simulation Models. - Joel Dyer; Nicholas Bishop; Yorgos Felekis; Fabio Massimo Zennaro; Anisoara Calinescu; Theodoros Damoulas; Michael J. Wooldridge (NeurIPS, 2024)

Causally Abstracted Multi-armed Bandits. - Fabio Massimo Zennaro; Nicholas Bishop; Joel Dyer; Yorgos Felekis; Anisoara Calinescu; Michael J. Wooldridge; Theodoros Damoulas (UAI, 2024)

Causal Abstraction Learning based on the Semantic Embedding Principle. - Gabriele D'Acunto; Fabio Massimo Zennaro; Yorgos Felekis; Paolo Di Lorenzo (CoRR, 2025)